GitHub - k4yt3x/video2x: A machine learning-based video super ...
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018. - k4yt3x/video2x
Wan: Open and Advanced Large-Scale Video Generative Models
Jul 28, 2025 · LightX2V, a lightweight and efficient video generation framework that integrates Wan2.1 and Wan2.2, supporting multiple engineering acceleration techniques for fast inference. LightX2V …
Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Actio…
Detection of fights is an important surveillance application in videos. Most existing methods use supervised binary action recognition. Since frame-level annotations are very hard to get for anomaly detection, weakly supervised learning using multipl...
Session-aware Item-combination Recommendation with Transformer Network
In this paper, we detailedly describe our solution for the IEEE BigData Cup 2021: RL-based RecSys (Track 1: Item Combination Prediction). We first conduct an exploratory data analysis on the dataset and then utilize the findings to design our framewo...
MehrdadHero/immortal
The martyrs fundation by Yii framework (⭐ 2)
Markov risk mappings and risk-sensitive optimal prediction
We formulate a probabilistic Markov property in discrete time under a dynamic risk framework with minimal assumptions. This is useful for recursive solutions to risk-sensitive versions of dynamic optimisation problems such as optimal prediction, wher...
Optimal control of a commercial building's thermostatic load for off-peak demand…
This paper studies the optimal control of a commercial building's thermostatic load during off-peak hours as an ancillary service to the transmission system operator of a power grid. It provides an algorithmic framework which commercial buildings can...
floodlight -- A high-level, data-driven sports analytics framework
The present work introduces floodlight, an open source Python package built to support and automate team sport data analysis. It is specifically designed for the scientific analysis of spatiotemporal tracking data, event data, and game codes in disci...
Text shaping - Wikipedia
include text shaping. Microsoft's Uniscribe framework permits the use of pluggable shaping engines. Monotype's WorldType system also provides shaping functions
Bidding Agent Design in the LinkedIn Ad Marketplace
We establish a general optimization framework for the design of automated bidding agent in dynamic online marketplaces. It optimizes solely for the buyer's interest and is agnostic to the auction mechanism imposed by the seller. As a result, the fram...
Approximation beats concentration? An approximation view on inference with smoot…
Positive definite kernels and their associated Reproducing Kernel Hilbert Spaces provide a mathematically compelling and practically competitive framework for learning from data. In this paper we take the approximation theory point of view to explo...
Sparse identification of delay equations with distributed memory
We present a novel extension of the SINDy framework to delay differential equations with {\it distributed delays} and {\it renewal equations}, where typically the dependence from the past manifests via integrals in which the history is weighted throu...
# The Physics of Mind: A Unified Theory of Cognitive Dynamics at the Edge of Cha…
\# The Physics of Mind: A Unified Theory of Cognitive Dynamics at the Edge of Chaos --- ## Abstract We present a unified physical framework for cognition, proposing that all complex information-pro...
StackGuardian/tirith
StackGuardian Policy Framework (⭐ 166)
milearn: A Python Package for Multi-Instance Machine Learning
We introduce milearn, a Python package for multi-instance learning (MIL) that follows the familiar scikit-learn fit/predict interface while providing a unified framework for both classical and neural-network-based MIL algorithms for regression and cl...
A Closed-loop Framework to Discriminate Models Using Optimal Control
Predicting the response of an observed system to a known input is a fruitful first step to accurately control the system's dynamics. Despite the recent advances in fully data-driven algorithms, the most interpretable way to reach this goal is through...
atinfo/awesome-test-automation
A curated list of awesome test automation frameworks, tools, libraries, and software for different programming languages. Sponsored by https://zapple.tech and https://automated-testing.info (⭐ 6990)
Task and Explanation Network
Explainability in deep networks has gained increased importance in recent years. We argue herein that an AI must be tasked not just with a task but also with an explanation of why said task was accomplished as such. We present a basic framework -- Ta...
GitHub - k4yt3x/video2x: A machine learning-based video super ...
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018. - k4yt3x/video2x
Wan: Open and Advanced Large-Scale Video Generative Models
Jul 28, 2025 · LightX2V, a lightweight and efficient video generation framework that integrates Wan2.1 and Wan2.2, supporting multiple engineering acceleration techniques for fast inference. LightX2V …